By Granino A. Korn
This state-of-the-art textual content offers the newest thoughts in complex simulation programming for interactive modeling and simulation of dynamic structures, akin to aerospace automobiles, keep watch over platforms, and organic platforms. the writer, a number one authority within the box, demonstrates software program that could deal with huge simulation stories on commonplace own desktops. Readers can run, edit, and regulate the pattern simulations from the textual content with the accompanying CD-ROM, that includes the OPEN wish software for Linux and home windows. this system incorporated on CD solves as much as 40,000 usual differential equations and implements highly quickly and handy vector operations.
The textual content starts off with an advent to dynamic-system simulation, together with an illustration of an easy guided-missile simulation. one of the different highlights of assurance are:
- Models that contain sampled-data operations and sampled-data distinction equations, together with stronger thoughts for correct numerical integration of switched variables
- Novel vector compiler that produces awfully quickly courses for vector and matrix assignments, differential equations, and distinction equations
- Application of vector compiler to parameter-influence experiences and Monte Carlo simulation of dynamic systems
- Vectorized Monte Carlo simulations regarding time-varying noise, derived from periodic pseudorandom-noise samples
- Vector types of neural networks, together with a brand new pulsed-neuron model
- Vectorized courses for fuzzy-set controller, partial differential equations, and agro-ecological types replicated at many issues of a panorama map
This textual content is meant for graduate-level scholars, engineers, and computing device scientists, rather these interested by aerospace, keep an eye on process layout, chemical technique keep watch over, and organic structures. All readers will achieve the sensible abilities they should layout subtle simulations of dynamic systems.
Note: CD-ROM/DVD and different supplementary fabrics are usually not integrated as a part of publication file.
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Extra resources for Advanced Dynamic-system Simulation: Model-replication Techniques and Monte Carlo Simulation
Advanced Dynamic-system Simulation: Model-replication Techniques and Monte Carlo Simulation by Granino A. Korn